The names of the files

Reading images

Viewing images

Bounding boxe function

Defining a function to read images and resize them

Downloading the HAAR Model

Detecting Faces using HAAR Model

Detecting faces for all the images

Out of a total of 1091 images, the HAAR was able to detect only 1011 images with one or more faces correctly.

There are 156 images which have more than one face.

Viewing samples of correctly detected faces using the HAAR Model

Displaying all the faces that were not detected by HAAR Model

Observation:

There are images where a face could not be detected due to:

Face partailly covered

Face zoomed such that it crops part of the face

Poor illumination or partially lit surfaces on the face

Tilted face

Side face